Tolga Dimlioglu

According to our database, Tolga Dimlioglu authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems.

Tolga Dimlioglu, Nadine Chang, Maying Shen, Rafid Mahmood, José M. Álvarez

CoRR, April, 2026

2025

Streamlining Industrial Contract Management with Retrieval-Augmented LLMs.

Kristi Topollai, Tolga Dimlioglu, Anna Choromanska, Simon Odie, Reginald Hui

CoRR, November, 2025

Communication-Efficient Distributed Training for Collaborative Flat Optima Recovery in Deep Learning.

Tolga Dimlioglu, Anna Choromanska

CoRR, July, 2025

Data Scaling Laws for End-to-End Autonomous Driving.

Alexander Naumann, Xunjiang Gu, Tolga Dimlioglu, Mariusz Bojarski, Alperen Degirmenci, Alexander Popov, Devansh Bisla, Marco Pavone, Urs Muller, Boris Ivanovic

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning Models.

Tolga Dimlioglu, Anna Choromanska

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Automatic document classification via transformers for regulations compliance management in large utility companies.

Tolga Dimlioglu, Jing Wang, Devansh Bisla, Anna Choromanska, Simon Odie, Leon Bukhman, Afolabi Olomola, James D. Wong

Neural Comput. Appl., August, 2023

Continual Facial Expression Recognition: A Benchmark.

Nikhil Churamani, Tolga Dimlioglu, German Ignacio Parisi, Hatice Gunes

CoRR, 2023